Triple
T4924593
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scott Walker |
E110546
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Tonette Walker
Tonette Walker is an American public figure and former First Lady of Wisconsin, known for her advocacy work and marriage to former Governor Scott Walker.
|
E480144
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Tonette Walker | Statement: [Scott Walker, spouse, Tonette Walker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tonette Walker Context triple: [Scott Walker, spouse, Tonette Walker]
-
A.
Renee Walker
Renee Walker is a fictional FBI agent and counterterrorism analyst from the television series "24," known for her intense dedication and morally complex decisions.
-
B.
Wanya Morris
Wanya Morris is an American R&B singer best known as a member of the vocal group Boyz II Men.
-
C.
Delia Juanita Warrick
Delia Juanita Warrick, better known as Dee Dee Warwick, was an American soul and R&B singer noted for her powerful vocals and recordings in the 1960s and 1970s.
-
D.
Michelle LaVaughn Robinson
Michelle LaVaughn Robinson is the birth name of Michelle Obama, the American lawyer, author, and former First Lady of the United States.
-
E.
Candy Clark
Candy Clark is an American actress best known for her Academy Award–nominated role in the coming-of-age film "American Graffiti."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Tonette Walker Triple: [Scott Walker, spouse, Tonette Walker]
Generated description
Tonette Walker is an American public figure and former First Lady of Wisconsin, known for her advocacy work and marriage to former Governor Scott Walker.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tonette Walker Target entity description: Tonette Walker is an American public figure and former First Lady of Wisconsin, known for her advocacy work and marriage to former Governor Scott Walker.
-
A.
Renee Walker
Renee Walker is a fictional FBI agent and counterterrorism analyst from the television series "24," known for her intense dedication and morally complex decisions.
-
B.
Wanya Morris
Wanya Morris is an American R&B singer best known as a member of the vocal group Boyz II Men.
-
C.
Delia Juanita Warrick
Delia Juanita Warrick, better known as Dee Dee Warwick, was an American soul and R&B singer noted for her powerful vocals and recordings in the 1960s and 1970s.
-
D.
Michelle LaVaughn Robinson
Michelle LaVaughn Robinson is the birth name of Michelle Obama, the American lawyer, author, and former First Lady of the United States.
-
E.
Candy Clark
Candy Clark is an American actress best known for her Academy Award–nominated role in the coming-of-age film "American Graffiti."
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69bd4413f9908190afcff44d7929cc4c |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6ffeb86c8190a2fabe1ae1d54118 |
completed | March 20, 2026, 4:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be77a6e1648190921487e3d81441b3 |
completed | March 21, 2026, 10:49 a.m. |
| NEDg | Description generation | batch_69be78292a988190ba51886095629b9c |
completed | March 21, 2026, 10:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be7892b34c819095100b14a80d6fa4 |
completed | March 21, 2026, 10:53 a.m. |
Created at: March 20, 2026, 1:30 p.m.